2021 Spring DHC5031 Introduction to Medical Informatics
Course Description
- Introductory class of biomedical informatics
- In-depth explanation on sub-areas of biomedical informatics
- This class will explain the topics of medical informatics based on healthcare data
- On/off hybrid class
- Based on the policy of University, the class cloud be online only.
Instructor
- Prof. Soo-Yong Shin (sy.shin (at) skku.edu)
Date & Room
- Tuesday 09:00 ~ 11:50
- 일원역사 B동 9층 임상강의장
- Online class link: https://skku-ict.webex.com/meet/sy.shin (모든 강의가 동일한 link)
Reference (optional)
- 최윤섭, 디지털 헬스케어, 클라우드나인, 2020
- Highly recommended
- 보건의료정보학(대한의료정보학회 저, 현문사, 2014)
- Optional reference. The students don’t need to buy this reference.
- 최윤섭, 디지털 헬스케어, 클라우드나인, 2020
Evaluation
- Attendance: 10%
- Assignment: 30%
- Assignments will be given irregularly based on the topic of each class
- In total, there will be three assignments.
- Students should submit an assignment before next class
- Final term: 60%
- It could be changed into report based on the COVID-19 status.
-
Final Grade (if you have any question, contact me)
Assignment
- All assignments should be submitted to Instructor via email.
- File naming convention: 의료정보학_Assignment(No)_학번_이름 ex) 의료정보학_Assignment1_20201234_홍길동.doc
- 채점결과
- All assignments should be submitted to Instructor via email.
Final Term
Course Schedule
(Course schedule can be changed.)
- 02/23: What is medical informatics
- Supplementary Video Lecture (Optional)
- What is Biomedical and Health Informatics? (by William Hersh, Oregon Health & Science University)
- You have to watch following three lectures (use Chrome browser)
- What is Biomedical and Health Informatics (1)?
- What is Biomedical and Health Informatics (2)?
- A Short History of Biomedical and Health Informatics
- You have to watch following three lectures (use Chrome browser)
- What is Biomedical and Health Informatics? (by William Hersh, Oregon Health & Science University)
- Supplementary Video Lecture (Optional)
- 03/02: Data acquisition (1) – Healthcare Big Data
- Supplementary Video Lecture (Optional)
- Reading materials
- 03/09: Data acquisition (2) – Hospital information system
- 03/16: Data acquisition (3) – Patient-generated health data
- 03/23: Data acquisition (4) – Social determinant of health
- Reading materials
- (Mandatory) WHO social determinants of health
- (Optional) CODE, Leveraging data on the Social Determinants of Health
- Reading materials
- 03/30: Data acquisition (5) – Genome data
- 04/06: Standards for healthcare data
- Reading materials
- (Mandatory) Digital Medicine Standards 101
- (Optional) FHIR Trends
- (Optional) FHIR-based HIE (in Korean)
- (Optional) LOINC
- Reading materials
- 04/13: Ethics & regulation
- Reading materials
- (Optional) Dangers of artificial intelligence in medicine
- (Mandatory) Process of Medical Device Approval in Korea (in Korean)
- (Mandatory) STEP 정일영 박사님, 주요국의 의료데이터 정책 및 활용사례
- Reading materials
- 04/20: P&S: De-identification of healthcare data
- Reading materials
- (Mandatory) 비식별 처리시 안전성 요구사항 및 수준별 보증방안 (한라대 김순석 교수님 발표자료)
- (Optional) KDnuggets – Data Anonymization – History and Key Ideas
- (Assignment #2) – (채점결과)
- Reading materials
- 04/27: Data analysis (1): Clinical Research Informatics
- 05/04: Data analysis (2): Artificial Intelligence
- Reading materials
- (Optional) Deep Learning Tutorial
- Reading materials
- 05/11: Clinical validation
- Reading materials:
- (Mandatory) 박성호, 최재순, 변정식, 인공지능 임상검증, 의료기기 허가, 의료보험 적용과 관련된 핵심 원리, J Korean Med Assoc 2020, 63(11): 696-708.
- (Mandatory) Gordon, W.J., Landman, A., Zhang, H. et al. Beyond validation: getting health apps into clinical practice. npj Digit. Med.3, 14 (2020).
- (Assignment #3)
- 제출기한 변경
- Reading materials:
- 05/18: Business model of digital health
- Reading materials:
- (Optional) 김치원, 디지털 헬스케어는 어떻게 비즈니스가 되는가, 클라우드나인, 2020
- (Optional) 김충현, 의료기기 산업의 미래에 투자하라, 클라우드나인, 2020
- Reading materials:
- 05/25: Recent Topics
- Reading materials:
- (Required) 보건산업진흥원, 디지털 헬스 산업 분석 및 전망 연구 (2020.12)
- Reading materials:
- 06/01: Finalterm
- 02/23: What is medical informatics